Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 10500 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 421 |
| Duplicate rows (%) | 4.0% |
| Total size in memory | 492.3 KiB |
| Average record size in memory | 48.0 B |
Variable types
| NUM | 12 |
|---|
Reproduction
| Analysis started | 2020-04-03 10:54:47.449797 |
|---|---|
| Analysis finished | 2020-04-03 10:56:29.616070 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 421 (4.0%) duplicate rows | Duplicates |
1 is highly correlated with 0 and 2 other fields | High Correlation |
0 is highly correlated with 1 and 2 other fields | High Correlation |
2 is highly correlated with 0 and 2 other fields | High Correlation |
3 is highly correlated with 0 and 2 other fields | High Correlation |
5 is highly correlated with 4 and 6 other fields | High Correlation |
4 is highly correlated with 5 and 6 other fields | High Correlation |
6 is highly correlated with 4 and 5 other fields | High Correlation |
7 is highly correlated with 4 and 3 other fields | High Correlation |
8 is highly correlated with 4 and 4 other fields | High Correlation |
9 is highly correlated with 4 and 5 other fields | High Correlation |
10 is highly correlated with 4 and 5 other fields | High Correlation |
11 is highly correlated with 4 and 6 other fields | High Correlation |
0 has 432 (4.1%) zeros | Zeros |
1 has 437 (4.2%) zeros | Zeros |
2 has 444 (4.2%) zeros | Zeros |
3 has 448 (4.3%) zeros | Zeros |
4 has 434 (4.1%) zeros | Zeros |
5 has 438 (4.2%) zeros | Zeros |
6 has 445 (4.2%) zeros | Zeros |
7 has 449 (4.3%) zeros | Zeros |
8 has 424 (4.0%) zeros | Zeros |
9 has 428 (4.1%) zeros | Zeros |
10 has 435 (4.1%) zeros | Zeros |
11 has 440 (4.2%) zeros | Zeros |
| Distinct count | 10066 |
|---|---|
| Unique (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.372248e-05 |
|---|---|
| Minimum | -0.035105895 |
| Maximum | 0.03723177 |
| Zeros | 432 |
| Zeros (%) | 4.1% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.03510589525 |
|---|---|
| 5-th percentile | -0.0009078746109 |
| Q1 | -2.91542483e-05 |
| median | -8.657123374e-07 |
| Q3 | 2.987835501e-06 |
| 95-th percentile | 0.002006241831 |
| Maximum | 0.03723176941 |
| Range | 0.07233766466 |
| Interquartile range (IQR) | 3.21420838e-05 |
Descriptive statistics
| Standard deviation | 0.004762720782 |
|---|---|
| Coefficient of variation (CV) | 50.81727219 |
| Kurtosis | 27.29115486 |
| Mean | 9.372248314e-05 |
| Median Absolute Deviation (MAD) | 0.00122856535 |
| Skewness | 0.5543494225 |
| Sum | 0.9840860367 |
| Variance | 2.268351091e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.51058953e-02 -2.79927133e-02 -2.06559431e-03 -1.60632754e-03 -5.70372591e-04 ... -4.40236099e-15 -2.39510954e-16 -9.58969054e-18 -6.26284167e-18 3.72317694e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 432 | 4.1% | |
| 1.401298464e-45 | 2 | < 0.1% | |
| -6.843536539e-05 | 2 | < 0.1% | |
| -1.401298464e-45 | 2 | < 0.1% | |
| -0.0005086016608 | 1 | < 0.1% | |
| -2.876872168e-05 | 1 | < 0.1% | |
| 2.225179514e-06 | 1 | < 0.1% | |
| -5.577909633e-06 | 1 | < 0.1% | |
| -1.857640655e-06 | 1 | < 0.1% | |
| -7.692695362e-05 | 1 | < 0.1% | |
| Other values (10056) | 10056 | 95.8% |
| Value | Count | Frequency (%) | |
| -0.03510589525 | 1 | < 0.1% | |
| -0.03499481827 | 1 | < 0.1% | |
| -0.03492613509 | 1 | < 0.1% | |
| -0.03457638249 | 1 | < 0.1% | |
| -0.03447572514 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03723176941 | 1 | < 0.1% | |
| 0.03710278869 | 1 | < 0.1% | |
| 0.03708408773 | 1 | < 0.1% | |
| 0.03671595082 | 1 | < 0.1% | |
| 0.03664397821 | 1 | < 0.1% |
| Distinct count | 10061 |
|---|---|
| Unique (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.326199e-05 |
|---|---|
| Minimum | -0.035105895 |
| Maximum | 0.03723177 |
| Zeros | 437 |
| Zeros (%) | 4.2% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.03510589525 |
|---|---|
| 5-th percentile | -0.0008780172764 |
| Q1 | -2.878758642e-05 |
| median | -1.310452404e-07 |
| Q3 | 3.438229783e-06 |
| 95-th percentile | 0.001908050606 |
| Maximum | 0.03723176941 |
| Range | 0.07233766466 |
| Interquartile range (IQR) | 3.22258162e-05 |
Descriptive statistics
| Standard deviation | 0.004738852847 |
|---|---|
| Coefficient of variation (CV) | 50.81226349 |
| Kurtosis | 27.57601547 |
| Mean | 9.326198779e-05 |
| Median Absolute Deviation (MAD) | 0.001219257712 |
| Skewness | 0.5476551652 |
| Sum | 0.9792509079 |
| Variance | 2.245672476e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.51058953e-02 -2.79927133e-02 -2.18683656e-03 -1.88887684e-03 -5.70688717e-04 ... -3.90809069e-15 -9.08186476e-17 -2.38709425e-18 -1.09284652e-18 3.72317694e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 437 | 4.2% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| -6.843536539e-05 | 2 | < 0.1% | |
| 0.01578699797 | 1 | < 0.1% | |
| -2.876872168e-05 | 1 | < 0.1% | |
| 2.225179514e-06 | 1 | < 0.1% | |
| -5.577909633e-06 | 1 | < 0.1% | |
| -1.857640655e-06 | 1 | < 0.1% | |
| -0.0001805572974 | 1 | < 0.1% | |
| -7.692695362e-05 | 1 | < 0.1% | |
| Other values (10051) | 10051 | 95.7% |
| Value | Count | Frequency (%) | |
| -0.03510589525 | 1 | < 0.1% | |
| -0.03499481827 | 1 | < 0.1% | |
| -0.03492613509 | 1 | < 0.1% | |
| -0.03457638249 | 1 | < 0.1% | |
| -0.03447572514 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03723176941 | 1 | < 0.1% | |
| 0.03710278869 | 1 | < 0.1% | |
| 0.03708408773 | 1 | < 0.1% | |
| 0.03671595082 | 1 | < 0.1% | |
| 0.03664397821 | 1 | < 0.1% |
| Distinct count | 10054 |
|---|---|
| Unique (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.918434e-05 |
|---|---|
| Minimum | -0.035105895 |
| Maximum | 0.03723177 |
| Zeros | 444 |
| Zeros (%) | 4.2% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.03510589525 |
|---|---|
| 5-th percentile | -0.0008217117254 |
| Q1 | -2.750812018e-05 |
| median | 0 |
| Q3 | 3.96654184e-06 |
| 95-th percentile | 0.001808868593 |
| Maximum | 0.03723176941 |
| Range | 0.07233766466 |
| Interquartile range (IQR) | 3.147466202e-05 |
Descriptive statistics
| Standard deviation | 0.004591707606 |
|---|---|
| Coefficient of variation (CV) | 51.48558426 |
| Kurtosis | 29.25470734 |
| Mean | 8.918433741e-05 |
| Median Absolute Deviation (MAD) | 0.001169074094 |
| Skewness | 0.552054286 |
| Sum | 0.9364355206 |
| Variance | 2.108377703e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-3.51058953e-02 -2.11577127e-02 -2.06559431e-03 -1.15262769e-03 -5.83785382e-04 ... -9.25724031e-09 -1.87783133e-09 -1.57887785e-27 -8.44564457e-28 3.72317694e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 444 | 4.2% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| -6.843536539e-05 | 2 | < 0.1% | |
| -5.277139644e-05 | 1 | < 0.1% | |
| -3.124727527e-06 | 1 | < 0.1% | |
| -2.940631475e-06 | 1 | < 0.1% | |
| 8.663060726e-06 | 1 | < 0.1% | |
| -9.979136667e-05 | 1 | < 0.1% | |
| 6.441889688e-09 | 1 | < 0.1% | |
| -1.528973371e-06 | 1 | < 0.1% | |
| Other values (10044) | 10044 | 95.7% |
| Value | Count | Frequency (%) | |
| -0.03510589525 | 1 | < 0.1% | |
| -0.03499481827 | 1 | < 0.1% | |
| -0.03492613509 | 1 | < 0.1% | |
| -0.03457638249 | 1 | < 0.1% | |
| -0.03447572514 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03723176941 | 1 | < 0.1% | |
| 0.03710278869 | 1 | < 0.1% | |
| 0.03708408773 | 1 | < 0.1% | |
| 0.03671595082 | 1 | < 0.1% | |
| 0.03664397821 | 1 | < 0.1% |
| Distinct count | 10051 |
|---|---|
| Unique (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0632126e-05 |
|---|---|
| Minimum | -0.028308772 |
| Maximum | 0.02987375 |
| Zeros | 448 |
| Zeros (%) | 4.3% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.02830877155 |
|---|---|
| 5-th percentile | -0.0007842551131 |
| Q1 | -2.534700798e-05 |
| median | -1.057162464e-07 |
| Q3 | 3.079066346e-06 |
| 95-th percentile | 0.001753463928 |
| Maximum | 0.02987374924 |
| Range | 0.05818252265 |
| Interquartile range (IQR) | 2.842607432e-05 |
Descriptive statistics
| Standard deviation | 0.004146895371 |
|---|---|
| Coefficient of variation (CV) | 51.4298172 |
| Kurtosis | 25.86157799 |
| Mean | 8.06321259e-05 |
| Median Absolute Deviation (MAD) | 0.00107494113 |
| Skewness | 0.4955229461 |
| Sum | 0.8466373086 |
| Variance | 1.719674219e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-2.83087716e-02 -1.69005670e-03 -6.13027747e-04 -3.86560641e-04 -2.79792948e-04 ... -6.24051947e-15 -8.63939262e-17 -1.30814757e-18 -6.07539500e-19 2.98737492e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 448 | 4.3% | |
| -1.401298464e-45 | 2 | < 0.1% | |
| 1.401298464e-45 | 2 | < 0.1% | |
| -4.688300123e-06 | 1 | < 0.1% | |
| -1.142272254e-06 | 1 | < 0.1% | |
| 0.002839753404 | 1 | < 0.1% | |
| -1.988752228e-05 | 1 | < 0.1% | |
| 2.312629658e-05 | 1 | < 0.1% | |
| -2.284502671e-06 | 1 | < 0.1% | |
| 0.0004932767479 | 1 | < 0.1% | |
| Other values (10041) | 10041 | 95.6% |
| Value | Count | Frequency (%) | |
| -0.02830877155 | 1 | < 0.1% | |
| -0.02825031243 | 1 | < 0.1% | |
| -0.0281346757 | 1 | < 0.1% | |
| -0.02794563212 | 1 | < 0.1% | |
| -0.02774459124 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.02987374924 | 1 | < 0.1% | |
| 0.02979858406 | 1 | < 0.1% | |
| 0.02972506918 | 1 | < 0.1% | |
| 0.02951441333 | 1 | < 0.1% | |
| 0.02934019081 | 1 | < 0.1% |
| Distinct count | 10062 |
|---|---|
| Unique (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0061223e-05 |
|---|---|
| Minimum | -0.06251445 |
| Maximum | 0.044461895 |
| Zeros | 434 |
| Zeros (%) | 4.1% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.06251444668 |
|---|---|
| 5-th percentile | -0.000139260116 |
| Q1 | -1.027701387e-06 |
| median | 8.865864913e-07 |
| Q3 | 3.631034997e-05 |
| 95-th percentile | 0.002034126816 |
| Maximum | 0.04446189478 |
| Range | 0.1069763452 |
| Interquartile range (IQR) | 3.733805136e-05 |
Descriptive statistics
| Standard deviation | 0.005726907868 |
|---|---|
| Coefficient of variation (CV) | 142.9539032 |
| Kurtosis | 48.53467178 |
| Mean | 4.006122253e-05 |
| Median Absolute Deviation (MAD) | 0.001242224593 |
| Skewness | -2.915220976 |
| Sum | 0.4206428528 |
| Variance | 3.279747398e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-6.25144467e-02 -2.26724166e-02 -1.79212185e-03 -5.15445950e-04 -1.96207919e-04 ... -1.00772922e-06 -3.78083675e-10 7.00649232e-46 2.80259693e-45 4.44618948e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 434 | 4.1% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| 7.006492322e-45 | 2 | < 0.1% | |
| 8.295983571e-05 | 2 | < 0.1% | |
| 5.745323704e-44 | 2 | < 0.1% | |
| 6.238339665e-06 | 1 | < 0.1% | |
| -0.0195490662 | 1 | < 0.1% | |
| -4.990720117e-05 | 1 | < 0.1% | |
| 9.409225459e-05 | 1 | < 0.1% | |
| -5.752294601e-05 | 1 | < 0.1% | |
| Other values (10052) | 10052 | 95.7% |
| Value | Count | Frequency (%) | |
| -0.06251444668 | 1 | < 0.1% | |
| -0.06242754683 | 1 | < 0.1% | |
| -0.06194335967 | 1 | < 0.1% | |
| -0.06166582555 | 1 | < 0.1% | |
| -0.06074278429 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.04446189478 | 1 | < 0.1% | |
| 0.04444382712 | 1 | < 0.1% | |
| 0.04409001395 | 1 | < 0.1% | |
| 0.04400170222 | 1 | < 0.1% | |
| 0.04336570948 | 1 | < 0.1% |
| Distinct count | 10058 |
|---|---|
| Unique (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7100745e-05 |
|---|---|
| Minimum | -0.058084503 |
| Maximum | 0.041742347 |
| Zeros | 438 |
| Zeros (%) | 4.2% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.05808450282 |
|---|---|
| 5-th percentile | -0.0001853289235 |
| Q1 | -4.501511626e-07 |
| median | 1.188585031e-06 |
| Q3 | 3.920974814e-05 |
| 95-th percentile | 0.001775226789 |
| Maximum | 0.04174234718 |
| Range | 0.09982685 |
| Interquartile range (IQR) | 3.96598993e-05 |
Descriptive statistics
| Standard deviation | 0.004862899426 |
|---|---|
| Coefficient of variation (CV) | 179.437851 |
| Kurtosis | 56.9796257 |
| Mean | 2.710074477e-05 |
| Median Absolute Deviation (MAD) | 0.001031016349 |
| Skewness | -3.15920639 |
| Sum | 0.2845578194 |
| Variance | 2.364778993e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-5.80845028e-02 -2.26724166e-02 -2.09099939e-03 -1.42047665e-03 -5.10600774e-04 ... -7.82488172e-07 -3.78083675e-10 7.00649232e-46 3.50324616e-45 4.17423472e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 438 | 4.2% | |
| 1.401298464e-45 | 4 | < 0.1% | |
| 7.006492322e-45 | 2 | < 0.1% | |
| 8.295983571e-05 | 2 | < 0.1% | |
| 5.272519275e-07 | 1 | < 0.1% | |
| -0.0004602868867 | 1 | < 0.1% | |
| 0.001413949183 | 1 | < 0.1% | |
| 5.753725418e-05 | 1 | < 0.1% | |
| -8.84117128e-07 | 1 | < 0.1% | |
| 2.091603761e-07 | 1 | < 0.1% | |
| Other values (10048) | 10048 | 95.7% |
| Value | Count | Frequency (%) | |
| -0.05808450282 | 1 | < 0.1% | |
| -0.05806590989 | 1 | < 0.1% | |
| -0.05749984831 | 1 | < 0.1% | |
| -0.05742676184 | 1 | < 0.1% | |
| -0.05633981898 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.04174234718 | 1 | < 0.1% | |
| 0.04165379331 | 1 | < 0.1% | |
| 0.04146086425 | 1 | < 0.1% | |
| 0.04116434976 | 1 | < 0.1% | |
| 0.04084359854 | 1 | < 0.1% |
| Distinct count | 10051 |
|---|---|
| Unique (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4470864e-05 |
|---|---|
| Minimum | -0.051725894 |
| Maximum | 0.037135396 |
| Zeros | 445 |
| Zeros (%) | 4.2% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.05172589421 |
|---|---|
| 5-th percentile | -0.0002174430556 |
| Q1 | 0 |
| median | 1.725329923e-06 |
| Q3 | 4.067422651e-05 |
| 95-th percentile | 0.001590870938 |
| Maximum | 0.03713539615 |
| Range | 0.08886128664 |
| Interquartile range (IQR) | 4.067422651e-05 |
Descriptive statistics
| Standard deviation | 0.003947704565 |
|---|---|
| Coefficient of variation (CV) | 272.8036499 |
| Kurtosis | 66.92326355 |
| Mean | 1.447086379e-05 |
| Median Absolute Deviation (MAD) | 0.0008294076542 |
| Skewness | -3.520956993 |
| Sum | 0.1519440711 |
| Variance | 1.558437179e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-5.17258942e-02 -1.64995482e-02 -2.25401216e-03 -5.03298565e-04 -2.48643075e-04 ... -2.93166465e-07 -3.78083675e-10 7.00649232e-46 2.10194770e-45 3.71353962e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 445 | 4.2% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| 3.738812666e-05 | 2 | < 0.1% | |
| 7.006492322e-45 | 2 | < 0.1% | |
| 8.295983571e-05 | 2 | < 0.1% | |
| -2.632584426e-07 | 1 | < 0.1% | |
| 0.00135298376 | 1 | < 0.1% | |
| 9.94026891e-07 | 1 | < 0.1% | |
| 0.0002250995603 | 1 | < 0.1% | |
| 2.655064918e-06 | 1 | < 0.1% | |
| Other values (10041) | 10041 | 95.6% |
| Value | Count | Frequency (%) | |
| -0.05172589421 | 1 | < 0.1% | |
| -0.05168124661 | 1 | < 0.1% | |
| -0.05123956874 | 1 | < 0.1% | |
| -0.05109061673 | 1 | < 0.1% | |
| -0.0502464883 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03713539615 | 1 | < 0.1% | |
| 0.03703270853 | 1 | < 0.1% | |
| 0.0369086042 | 1 | < 0.1% | |
| 0.0365736112 | 1 | < 0.1% | |
| 0.03638232872 | 1 | < 0.1% |
| Distinct count | 10048 |
|---|---|
| Unique (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7230297e-05 |
|---|---|
| Minimum | -0.05479304 |
| Maximum | 0.03822996 |
| Zeros | 449 |
| Zeros (%) | 4.3% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.0547930412 |
|---|---|
| 5-th percentile | -0.0001419962384 |
| Q1 | 0 |
| median | 1.20753549e-06 |
| Q3 | 2.882658328e-05 |
| 95-th percentile | 0.001750922512 |
| Maximum | 0.03822996095 |
| Range | 0.09302300215 |
| Interquartile range (IQR) | 2.882658328e-05 |
Descriptive statistics
| Standard deviation | 0.004718813114 |
|---|---|
| Coefficient of variation (CV) | 173.2927551 |
| Kurtosis | 51.21746063 |
| Mean | 2.723029684e-05 |
| Median Absolute Deviation (MAD) | 0.001027931343 |
| Skewness | -3.214143753 |
| Sum | 0.2859181166 |
| Variance | 2.226719698e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-5.47930412e-02 -2.60489564e-02 -1.78460689e-03 -9.67612577e-04 -3.39116727e-04 ... -3.37081502e-07 -6.46332099e-10 7.00649232e-46 2.10194770e-45 3.82299609e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 449 | 4.3% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| 2.802596929e-45 | 2 | < 0.1% | |
| 8.478734526e-05 | 2 | < 0.1% | |
| 8.423948202e-06 | 1 | < 0.1% | |
| 3.154030992e-07 | 1 | < 0.1% | |
| 1.827906772e-06 | 1 | < 0.1% | |
| 2.22529934e-06 | 1 | < 0.1% | |
| 2.161707016e-05 | 1 | < 0.1% | |
| 8.23226801e-05 | 1 | < 0.1% | |
| Other values (10038) | 10038 | 95.6% |
| Value | Count | Frequency (%) | |
| -0.0547930412 | 1 | < 0.1% | |
| -0.05454805866 | 1 | < 0.1% | |
| -0.054458417 | 1 | < 0.1% | |
| -0.05374341086 | 1 | < 0.1% | |
| -0.05353463441 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03822996095 | 1 | < 0.1% | |
| 0.03811250255 | 1 | < 0.1% | |
| 0.03799314797 | 1 | < 0.1% | |
| 0.03767156601 | 1 | < 0.1% | |
| 0.0373747386 | 1 | < 0.1% |
| Distinct count | 10073 |
|---|---|
| Unique (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.020526e-08 |
|---|---|
| Minimum | -0.06486434 |
| Maximum | 0.036062326 |
| Zeros | 424 |
| Zeros (%) | 4.0% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.06486433744 |
|---|---|
| 5-th percentile | -0.0001387637225 |
| Q1 | 0 |
| median | 7.661863606e-07 |
| Q3 | 2.740571335e-05 |
| 95-th percentile | 0.002088245004 |
| Maximum | 0.03606232628 |
| Range | 0.1009266675 |
| Interquartile range (IQR) | 2.740571335e-05 |
Descriptive statistics
| Standard deviation | 0.00564922113 |
|---|---|
| Coefficient of variation (CV) | -140509.5 |
| Kurtosis | 47.35028076 |
| Mean | -4.020526134e-08 |
| Median Absolute Deviation (MAD) | 0.001250943635 |
| Skewness | -4.069645405 |
| Sum | -0.0004221552517 |
| Variance | 3.191369979e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-6.48643374e-02 -3.51950899e-02 -2.42854515e-03 -1.18122657e-03 -4.24749072e-04 ... -1.00202001e-07 -3.61160074e-10 7.00649232e-46 2.10194770e-45 3.60623263e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 424 | 4.0% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| 1.821688004e-44 | 2 | < 0.1% | |
| 1.106534455e-06 | 2 | < 0.1% | |
| 2.940716513e-06 | 1 | < 0.1% | |
| 0.01446292177 | 1 | < 0.1% | |
| -5.4330485e-08 | 1 | < 0.1% | |
| 5.658941882e-05 | 1 | < 0.1% | |
| 3.370114791e-05 | 1 | < 0.1% | |
| 0.0001055489047 | 1 | < 0.1% | |
| Other values (10063) | 10063 | 95.8% |
| Value | Count | Frequency (%) | |
| -0.06486433744 | 1 | < 0.1% | |
| -0.06474403292 | 1 | < 0.1% | |
| -0.0642818138 | 1 | < 0.1% | |
| -0.06391401589 | 1 | < 0.1% | |
| -0.06301643699 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03606232628 | 1 | < 0.1% | |
| 0.03594071046 | 1 | < 0.1% | |
| 0.0358199589 | 1 | < 0.1% | |
| 0.03549033031 | 1 | < 0.1% | |
| 0.03518148512 | 1 | < 0.1% |
| Distinct count | 10068 |
|---|---|
| Unique (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.211372e-08 |
|---|---|
| Minimum | -0.058035936 |
| Maximum | 0.03305392 |
| Zeros | 428 |
| Zeros (%) | 4.1% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.05803593621 |
|---|---|
| 5-th percentile | -0.0001759790946 |
| Q1 | 0 |
| median | 5.378959713e-07 |
| Q3 | 1.757703558e-05 |
| 95-th percentile | 0.0019141656 |
| Maximum | 0.03305391967 |
| Range | 0.0910898596 |
| Interquartile range (IQR) | 1.757703558e-05 |
Descriptive statistics
| Standard deviation | 0.004921742715 |
|---|---|
| Coefficient of variation (CV) | -116867.9219 |
| Kurtosis | 48.18362045 |
| Mean | -4.211371873e-08 |
| Median Absolute Deviation (MAD) | 0.001094080973 |
| Skewness | -3.958972931 |
| Sum | -0.0004421940539 |
| Variance | 2.422354919e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-5.80359362e-02 -2.89467014e-02 -1.84005854e-03 -1.32174743e-03 -6.52092480e-04 ... -3.23425073e-08 -3.61160074e-10 7.00649232e-46 2.10194770e-45 3.30539197e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 428 | 4.1% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| 2.802596929e-45 | 2 | < 0.1% | |
| 1.106534455e-06 | 2 | < 0.1% | |
| 1.821688004e-44 | 2 | < 0.1% | |
| 0.0001185808724 | 1 | < 0.1% | |
| 6.606676948e-07 | 1 | < 0.1% | |
| 4.037532926e-05 | 1 | < 0.1% | |
| 1.150334475e-25 | 1 | < 0.1% | |
| 0.0002416089847 | 1 | < 0.1% | |
| Other values (10058) | 10058 | 95.8% |
| Value | Count | Frequency (%) | |
| -0.05803593621 | 1 | < 0.1% | |
| -0.05799357593 | 1 | < 0.1% | |
| -0.05745833367 | 1 | < 0.1% | |
| -0.05732253566 | 1 | < 0.1% | |
| -0.05628091842 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03305391967 | 1 | < 0.1% | |
| 0.03300540894 | 1 | < 0.1% | |
| 0.03276629746 | 1 | < 0.1% | |
| 0.03265183046 | 1 | < 0.1% | |
| 0.0321145393 | 1 | < 0.1% |
| Distinct count | 10062 |
|---|---|
| Unique (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.397385e-08 |
|---|---|
| Minimum | -0.050304513 |
| Maximum | 0.029548759 |
| Zeros | 435 |
| Zeros (%) | 4.1% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.05030451342 |
|---|---|
| 5-th percentile | -0.0002312780227 |
| Q1 | 0 |
| median | 4.268218419e-07 |
| Q3 | 1.065906986e-05 |
| 95-th percentile | 0.001819513849 |
| Maximum | 0.02954875864 |
| Range | 0.07985327393 |
| Interquartile range (IQR) | 1.065906986e-05 |
Descriptive statistics
| Standard deviation | 0.004245494027 |
|---|---|
| Coefficient of variation (CV) | -96545.88281 |
| Kurtosis | 46.88879013 |
| Mean | -4.397384856e-08 |
| Median Absolute Deviation (MAD) | 0.0009578813915 |
| Skewness | -3.728652477 |
| Sum | -0.0004617254017 |
| Variance | 1.802421866e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-5.03045134e-02 -2.89467014e-02 -1.57809595e-03 -6.70515234e-04 -2.74125137e-04 ... -1.90732528e-07 -3.61160074e-10 7.00649232e-46 2.10194770e-45 2.95487586e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 435 | 4.1% | |
| 1.401298464e-45 | 3 | < 0.1% | |
| 2.802596929e-45 | 2 | < 0.1% | |
| 1.821688004e-44 | 2 | < 0.1% | |
| 7.312151865e-05 | 1 | < 0.1% | |
| 6.072182077e-05 | 1 | < 0.1% | |
| 1.172342991e-06 | 1 | < 0.1% | |
| 7.809306345e-26 | 1 | < 0.1% | |
| 2.135977439e-07 | 1 | < 0.1% | |
| 2.498350138e-10 | 1 | < 0.1% | |
| Other values (10052) | 10052 | 95.7% |
| Value | Count | Frequency (%) | |
| -0.05030451342 | 1 | < 0.1% | |
| -0.05009156093 | 1 | < 0.1% | |
| -0.04998846725 | 1 | < 0.1% | |
| -0.04934386909 | 1 | < 0.1% | |
| -0.04915880039 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.02954875864 | 1 | < 0.1% | |
| 0.02946861275 | 1 | < 0.1% | |
| 0.02933748439 | 1 | < 0.1% | |
| 0.0291240532 | 1 | < 0.1% | |
| 0.02881040797 | 1 | < 0.1% |
| Distinct count | 10057 |
|---|---|
| Unique (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.285372e-08 |
|---|---|
| Minimum | -0.054482024 |
| Maximum | 0.03132526 |
| Zeros | 440 |
| Zeros (%) | 4.2% |
| Memory size | 41.1 KiB |
Quantile statistics
| Minimum | -0.05448202416 |
|---|---|
| 5-th percentile | -0.000143326191 |
| Q1 | 0 |
| median | 5.728510359e-07 |
| Q3 | 1.632427075e-05 |
| 95-th percentile | 0.001919991692 |
| Maximum | 0.03132525831 |
| Range | 0.08580727875 |
| Interquartile range (IQR) | 1.632427075e-05 |
Descriptive statistics
| Standard deviation | 0.004805253819 |
|---|---|
| Coefficient of variation (CV) | -112131.5469 |
| Kurtosis | 44.73987961 |
| Mean | -4.285372057e-08 |
| Median Absolute Deviation (MAD) | 0.001075406908 |
| Skewness | -3.807679415 |
| Sum | -0.0004499640781 |
| Variance | 2.309046613e-05 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-5.44820242e-02 -3.47869247e-02 -1.58771116e-03 -9.90875589e-04 -3.67224449e-04 ... -4.73120165e-09 -8.92268898e-11 7.00649232e-46 2.10194770e-45 3.13252583e-02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 440 | 4.2% | |
| 1.401298464e-45 | 2 | < 0.1% | |
| 0.0006457794807 | 2 | < 0.1% | |
| 2.802596929e-45 | 2 | < 0.1% | |
| 0.000323823595 | 2 | < 0.1% | |
| 1.555417111e-05 | 1 | < 0.1% | |
| 4.800066017e-05 | 1 | < 0.1% | |
| 4.098713868e-10 | 1 | < 0.1% | |
| 8.200571028e-05 | 1 | < 0.1% | |
| 6.9297952e-05 | 1 | < 0.1% | |
| Other values (10047) | 10047 | 95.7% |
| Value | Count | Frequency (%) | |
| -0.05448202416 | 1 | < 0.1% | |
| -0.0544718802 | 1 | < 0.1% | |
| -0.05391523987 | 1 | < 0.1% | |
| -0.05387559906 | 1 | < 0.1% | |
| -0.05279130116 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.03132525831 | 1 | < 0.1% | |
| 0.03131783381 | 1 | < 0.1% | |
| 0.03101920709 | 1 | < 0.1% | |
| 0.03101274557 | 1 | < 0.1% | |
| 0.03046026081 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Last rows
| 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10490 | 1.011889e-06 | 1.144188e-06 | 0.000001 | 1.081701e-06 | 7.599156e-07 | 7.419001e-07 | 6.794134e-07 | 6.567116e-07 | -6.041623e-08 | -1.451524e-08 | 3.929969e-08 | 9.635741e-09 |
| 10491 | 9.956723e-07 | 1.125174e-06 | 0.000001 | 1.064447e-06 | 7.507788e-07 | 7.333674e-07 | 6.726397e-07 | 6.517853e-07 | -5.855549e-08 | -1.240425e-08 | 4.057746e-08 | 8.008992e-09 |
| 10492 | 9.793666e-07 | 1.106455e-06 | 0.000001 | 1.047034e-06 | 7.426405e-07 | 7.261552e-07 | 6.667335e-07 | 6.455365e-07 | -5.643981e-08 | -1.028975e-08 | 4.187197e-08 | 6.760335e-09 |
| 10493 | 9.630613e-07 | 1.088026e-06 | 0.000001 | 1.029603e-06 | 7.356177e-07 | 7.201313e-07 | 6.617078e-07 | 6.383274e-07 | -5.472392e-08 | -9.092752e-09 | 4.264663e-08 | 6.681008e-09 |
| 10494 | 9.469395e-07 | 1.069746e-06 | 0.000001 | 1.012373e-06 | 7.293456e-07 | 7.145582e-07 | 6.571854e-07 | 6.310242e-07 | -5.396145e-08 | -9.221779e-09 | 4.257662e-08 | 7.851238e-09 |
| 10495 | 9.311325e-07 | 1.051445e-06 | 0.000001 | 9.954488e-07 | 7.230626e-07 | 7.085262e-07 | 6.525296e-07 | 6.244626e-07 | -5.433048e-08 | -1.037587e-08 | 4.170092e-08 | 9.692081e-09 |
| 10496 | 9.156030e-07 | 1.033046e-06 | 0.000001 | 9.787373e-07 | 7.159297e-07 | 7.014360e-07 | 6.471271e-07 | 6.190192e-07 | -5.546533e-08 | -1.175498e-08 | 4.043811e-08 | 1.138378e-08 |
| 10497 | 9.001597e-07 | 1.014606e-06 | 0.000001 | 9.620544e-07 | 7.074765e-07 | 6.932609e-07 | 6.407095e-07 | 6.145157e-07 | -5.654964e-08 | -1.251458e-08 | 3.942449e-08 | 1.231443e-08 |
| 10498 | 8.846017e-07 | 9.962553e-07 | 0.000001 | 9.452991e-07 | 6.979218e-07 | 6.844886e-07 | 6.335323e-07 | 6.104192e-07 | -5.670284e-08 | -1.218249e-08 | 3.921625e-08 | 1.229254e-08 |
| 10499 | 8.688722e-07 | 9.780956e-07 | 0.000001 | 9.285342e-07 | 6.881304e-07 | 6.758413e-07 | 6.262798e-07 | 6.061271e-07 | -5.548144e-08 | -1.083030e-08 | 3.999374e-08 | 1.150201e-08 |